Victoria to Earls Court with the District line on Saturday and Sunday won't be a problem.
Also, tip for efficiency: if you're travelling from East or Central London (like Victoria), you should aim for the first carriage of the train when you get on; the first/second doors will let you alight right by the exit to the Earls Court Exhibition Centre. For those travelling from the west (Richmond, Ealing, Wimbledon branches), you should aim for the third door from the back of the last carriage.